Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Economic Argument
1,276 comments
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting …
What is wrong with the American people here disrespecting America by supporting a country who shows nothing but disrespect and contempt to the American people and out Representatives? What is wrong with President Trump wanting things to be fair. Canada has charged the US a 25% tariff for years and that's acceptable I think not. They deserve a 25% tariff from America. Why do some Americans think it's acceptable to give America's hardworking tax dollars away to countries who show nothing but disrespect to United States what is wrong with you guys? America doesn't need to be everybody else's piggy bank we have our own people our own states to take care of own states to take care of.
Focuses on tariff disputes, trade fairness, and economic burden-sharing, with repeated emphasis on protecting American economic interests and taxpayer resources.
@rhondamassella5487
Mar 4, 2025
No its simple, you take as much as you sell. Simple financial mathmatics.\nIm sure the US can sustain not having canadian products.\nHere in the uk we dont want your goods if you dint buy ours.
No its simple, you take as much as you sell. Simple financial mathmatics.\nIm sure the US can sustain not having canadian products.\nHere in the uk we dont want your goods if you dint buy ours.
Discusses trade balance and economic sustainability using comparative framing between US, Canada, and UK trade relationships.
@68Red
Mar 4, 2025
Americans are tired of subsidizing Canada. Let’s be done.
Americans are tired of subsidizing Canada. Let’s be done.
Frames the relationship as economic burden and calls for ending subsidization of Canada.
@kdavis5460
Mar 4, 2025
your farms need the 80% of the pot ash they import they are really going to feel it soon. they wont plant the seed if they cant fertilize properly then theres 60% crude oil imports …
your farms need the 80% of the pot ash they import they are really going to feel it soon. they wont plant the seed if they cant fertilize properly then theres 60% crude oil imports at 10$ a barrel, not anymore and 30% soft lumber. thats just the tip ? for those that are cheering this on still enjoy, trump gave us 30 days and we used that time to sign new deals without you. mexico's president was right 7.5 billion people on this planet outside of the u.s.a. we dont need you we can just go on trading and doing business with each other and move forward without you. BUILD THE WALL BUILD THE WALL, and hurry up about it will ya
Discusses trade dependencies (potash, oil, lumber imports), economic impacts of tariffs, and alternative trading partnerships with detailed economic reasoning.
@canadianbakin1304
Mar 4, 2025
"Alberta was calling" because there was a labour shortage. Now it's different. Policies adapt to current needs and future expectations. As a regular person, I just wish my kid could have room for lunch inside …
"Alberta was calling" because there was a labour shortage. Now it's different. Policies adapt to current needs and future expectations. As a regular person, I just wish my kid could have room for lunch inside during school and us don't need to wait weeks to fix broken bone.
I don't care how, just shut up and get it done.
Discusses labor market dynamics and current economic/social pressures (housing, healthcare) while acknowledging policy adaptation to needs.
@chujiang6643
Feb 21, 2026
I can't bealive how dumb US liberals are, US literally has one of the highest reserve of oil and natural gas, US used to sell oil to Japan, India and many other countries when trump …
I can't bealive how dumb US liberals are, US literally has one of the highest reserve of oil and natural gas, US used to sell oil to Japan, India and many other countries when trump was last time in office but Biden distroyed that by banning the drill. 70% of import from canda to US is oil and natural gas which they don't need they just have to switch on those machines again which they already did and in few weeks they will not just ful fill their own need bul aslo start selling gas to Japan and India as trump promised in last meeting with them, and rest 20% import from Canda is electricity, they used to busy that electricity just to bypass the Paris climate aggrement of having green electricity, biden insted of building green electricity industry he choosed to buy those from Canada and last rest 10% left which is $15billion for economy like US this much money is peanuts and 30% tarrife on that will have nearly no impact.
Detailed analysis of energy trade, tariffs, and economic impact between US and Canada, critiquing Biden's energy policy decisions.
@ankushyadav6814
Mar 4, 2025
World Trade War any country with trade deficit even surplus getting tarrifs on US industries ..
World Trade War any country with trade deficit even surplus getting tarrifs on US industries ..
Discusses trade deficits and tariffs as economic consequences of Trump's policies affecting multiple countries.
@gerardcrabb4556
Mar 4, 2025
It says okay this is what the American people voted for we stand with Trump we know in the long run it'll work out fair trade that's all we want fair trade not one-sided we're …
It says okay this is what the American people voted for we stand with Trump we know in the long run it'll work out fair trade that's all we want fair trade not one-sided we're tired of getting screwed the taxpayer
Focuses on fair trade, taxpayer burden, and economic grievances as justification for Trump support.
@timholguin7111
Mar 4, 2025
Trump doing the right thing to do no jobs for American how they will pay bill
Trump doing the right thing to do no jobs for American how they will pay bill
Discusses Trump's policy impact on employment and household financial capacity.
Economic Argument
0.80
@akshayaggar
Mar 4, 2025
Let that Canada PM spit ugly words. He only has a couple of months left as PM. Lmao we want 0% tarrifs also while Canada has always put Tariffs on USA. fuck Canada
Let that Canada PM spit ugly words. He only has a couple of months left as PM. Lmao we want 0% tarrifs also while Canada has always put Tariffs on USA. fuck Canada
Focuses on tariff policy and economic trade disputes between nations, with criticism of Canada's trade practices.
@gifford1984
Mar 4, 2025
Didn't work in 1929. Ever heard 'HARDER THAN TIMES IN 29.Not going to work now We are DONE
Didn't work in 1929. Ever heard 'HARDER THAN TIMES IN 29.Not going to work now We are DONE
References historical economic failure (1929 Great Depression) to critique current tariff policy as economically ineffective.
@Fred-t2m
Mar 4, 2025
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet …
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet friendly work I think I’m gonna have a mental health issue. I might need to move to Nashville, Tennessee.
Discussion of employment, living wages, and economic hardship as motivation for potential relocation.
@rikkicargo786
Mar 4, 2025
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet …
Same problems with Africa, Puerto Rico and Nicaragua if it keeps up and I can’t get a job in this country and earn a living wage, or a job that accompanies my need for pet friendly work I think I’m gonna have a mental health issue. I might need to move to Nashville, Tennessee.
Personal account of economic hardship and job market concerns, expressing anxiety about employment and living standards.
@rikkicargo786
Mar 4, 2025
Canada and maxico steal every single job and manufacturer and engineer and every jobs \nNow time to pay \nNo more globalization and killing all American jobs I saw they were firing local engineer and hired …
Canada and maxico steal every single job and manufacturer and engineer and every jobs \nNow time to pay \nNo more globalization and killing all American jobs I saw they were firing local engineer and hired Indian engineer
Argues that Canada and Mexico are stealing jobs and manufacturers, with specific claims about engineer hiring presented without evidence.
@akshayaggar
Mar 4, 2025
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Tariffs are paid by importers,Canada and Mexico are suppliers ,Dumb.
Critiques tariff policy by explaining economic mechanics of how tariffs work on importers and suppliers.
@ManuelBorja-zc7oy
Mar 4, 2025
many canadians apply for 100 jobs and get no job.
many canadians apply for 100 jobs and get no job.
Implies job scarcity for Canadians, suggesting immigration competes with citizen employment opportunities.
Economic Argument
0.80
mariemacisaac7529
Feb 22, 2026
Maybe Co-President, Elon Musk could explain how the U.S. NEEDS Canadian heavy crude to feed its refineries, and Canadian Natural Gas for Its electricity.
Maybe Co-President, Elon Musk could explain how the U.S. NEEDS Canadian heavy crude to feed its refineries, and Canadian Natural Gas for Its electricity.
Highlights economic interdependence and resource needs, implicitly urging recognition of Canada's strategic value in trade negotiations.
@SiobhanKenny-f2w
Mar 4, 2025
Indians are good for Canada 🇨🇦 economy get your facts right.
Indians are good for Canada 🇨🇦 economy get your facts right.
Defends Indian immigrants' economic contribution to Canada, asserting they are beneficial to the economy.
Gulzar-k9k
Feb 23, 2026
lol. Trump thinks being tough with the neighbour makes you rich. \n\nNo. Investing in your peoples businesses makes you rich
lol. Trump thinks being tough with the neighbour makes you rich. \n\nNo. Investing in your peoples businesses makes you rich
Critiques Trump's economic approach by contrasting it with alternative economic strategy focused on business investment.
Economic Argument
0.80
@DbiPro
Mar 4, 2025
CLOWN! ? WAIT UNTIL HE STOPS THE HUNDREDS OF BILLIONS THE USA GIVES CANADA.
CLOWN! ? WAIT UNTIL HE STOPS THE HUNDREDS OF BILLIONS THE USA GIVES CANADA.
Criticizes Trump using economic leverage (U.S. aid to Canada) as a threat, framing it as a consequence of his policies.
@bigdwg6126
Mar 4, 2025
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Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
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467
JamCan
274
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89
Solidarity
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Tyler Oliveira
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JamCan
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Policy Critique
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340
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2,078
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Global News
89
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Fear / Threat
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1,549
CNN
1,332
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321
JamCan
204
Toronto Sun
118
Meta-Commentary
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CTV News
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Unverified Claim
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Moral Argument
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704
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73
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Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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